Item description for Computational Intelligence Based on Lattice Theory (Studies in Computational Intelligence) (Studies in Computational Intelligence) by Vassilis G. Kaburlasos...
The emergence of lattice theory within the field of computational intelligence (CI) is partially due to its proven effectiveness in neural computation. Moreover, lattice theory has the potential to unify a number of diverse concepts and aid in the cross-fertilization of both tools and ideas within the numerous subfields of CI. The compilation of this eighteen-chapter book is an initiative towards proliferating established knowledge in the hope to further expand it. This edited book is a balanced synthesis of four parts emphasizing, in turn, neural computation, mathematical morphology, machine learning, and (fuzzy) inference/logic. The articles here demonstrate how lattice theory may suggest viable alternatives in practical clustering, classification, pattern analysis, and regression applications.
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Est. Packaging Dimensions: Length: 9.29" Width: 6.22" Height: 0.79" Weight: 1.46 lbs.
Release Date Sep 10, 2007
ISBN 3540726861 ISBN13 9783540726869